Financial Reasoning on Quant Finance
96.3AccuracySupervisor-Committee + DoC
Evaluation results
| Method | Links | |
|---|---|---|
| Supervisor-Committee + DoCBackbone=Gemini 3.1 Pro, Evaluation Protocol=LLM-as-a-Judge2026.05 | 96.3 | |
| Supervisor + AgentsBackbone=Gemini 3.1 Pro, Evaluation Protocol=LLM-as-a-Judge2026.05 | 92.9 | |
| Supervisor-CommitteeBackbone=Gemini 3.1 Pro, Evaluation Protocol=LLM-as-a-Judge2026.05 | 88.9 | |
| LLM + Tools (ReAct)Backbone=Gemini 3.1 Pro, Evaluation Protocol=LLM-as-a-Judge2026.05 | 73.3 | |
| LLMBackbone=Gemini 3.1 Pro, Evaluation Protocol=LLM-as-a-Judge2026.05 | 66.7 |